Analytical energy gradient for state-averaged orbital-optimized
variational quantum eigensolvers and its application to a photochemical
reaction
- URL: http://arxiv.org/abs/2107.12705v2
- Date: Tue, 25 Jan 2022 11:49:24 GMT
- Title: Analytical energy gradient for state-averaged orbital-optimized
variational quantum eigensolvers and its application to a photochemical
reaction
- Authors: Keita Omiya, Yuya O. Nakagawa, Sho Koh, Wataru Mizukami, Qi Gao, Takao
Kobayashi
- Abstract summary: Elucidating photochemical reactions is vital to understand biochemical phenomena and develop functional materials.
We extend a theory of SA-OO-VQE so that analytical gradients of energy can be evaluated by standard techniques.
We perform a proof-of-principle calculation of our methods by applying it to the photochemical cis-trans isomerization of 1,3,3,3-tetrafluoropropene.
- Score: 5.622686640810692
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Elucidating photochemical reactions is vital to understand various
biochemical phenomena and develop functional materials such as artificial
photosynthesis and organic solar cells, albeit its notorious difficulty by both
experiments and theories. The best theoretical way so far to analyze
photochemical reactions at the level of ab initio electronic structure is the
state-averaged multi-configurational self-consistent field (SA-MCSCF) method.
However, the exponential computational cost of classical computers with the
increasing number of molecular orbitals hinders applications of SA-MCSCF for
large systems we are interested in. Utilizing quantum computers was recently
proposed as a promising approach to overcome such computational cost, dubbed as
state-averaged orbital-optimized variational quantum eigensolver (SA-OO-VQE).
Here we extend a theory of SA-OO-VQE so that analytical gradients of energy can
be evaluated by standard techniques that are feasible with near-term quantum
computers. The analytical gradients, known only for the state-specific OO-VQE
in previous studies, allow us to determine various characteristics of
photochemical reactions such as the conical intersection (CI) points. We
perform a proof-of-principle calculation of our methods by applying it to the
photochemical cis-trans isomerization of 1,3,3,3-tetrafluoropropene. Numerical
simulations of quantum circuits and measurements can correctly capture the
photochemical reaction pathway of this model system, including the CI points.
Our results illustrate the possibility of leveraging quantum computers for
studying photochemical reactions.
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